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CDC
2009
IEEE
157views Control Systems» more  CDC 2009»
14 years 1 months ago
On trajectory optimization for active sensing in Gaussian process models
Abstract— We consider the problem of optimizing the trajectory of a mobile sensor with perfect localization whose task is to estimate a stochastic, perhaps multidimensional fiel...
Jerome Le Ny, George J. Pappas
HPCA
2008
IEEE
14 years 8 months ago
Cluster-level feedback power control for performance optimization
Power control is becoming a key challenge for effectively operating a modern data center. In addition to reducing operating costs, precisely controlling power consumption is an es...
Xiaorui Wang, Ming Chen
SIAMCO
2011
13 years 3 months ago
Asymptotically Optimal Controls for Time-Inhomogeneous Networks
Abstract. A framework is introduced for the identification of controls for single-class timevarying queueing networks that are asymptotically optimal in the so-called uniform acce...
Milica Cudina, Kavita Ramanan
SIAMCO
2010
107views more  SIAMCO 2010»
13 years 3 months ago
Optimal Control under Stochastic Target Constraints
We study a class of Markovian optimal stochastic control problems in which the controlled process Z is constrained to satisfy an a.s. constraint Z (T) G Rd+1 P - a.s. at some fi...
Bruno Bouchard, Romuald Elie, Cyril Imbert
CORR
2010
Springer
95views Education» more  CORR 2010»
13 years 8 months ago
Optimization and Convergence of Observation Channels in Stochastic Control
This paper studies the optimization of observation channels (stochastic kernels) in partially observed stochastic control problems. In particular, existence, continuity, and convex...
Serdar Yüksel, Tamás Linder